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Specialization Pack · Inside Retail

E-commerce & Marketplace

Increase conversion without simply increasing discounting.

8 specialistsRegistered specialization-native team.
17 specialization capabilitiesDelta capabilities only; no parent duplication.
9 inherited capabilitiesReused from the Retail parent pack.
26 effectiveAvailable when both entitlements are eligible.
Mission outcomes

The work this specialization was built to take on.

These are registered mission patterns from the backend operating model. The browser does not guess a specialization from keywords and cannot activate one by itself.

MISSION 01

Increase conversion without simply increasing discounting.

A registered mission pattern for this specialization, assembled only from entitled capabilities and specialists.

MISSION 02

Find why customers abandon checkout.

A registered mission pattern for this specialization, assembled only from entitled capabilities and specialists.

MISSION 03

Improve digital availability and reduce cancelled orders.

A registered mission pattern for this specialization, assembled only from entitled capabilities and specialists.

MISSION 04

Reduce return cost while preserving customer experience.

A registered mission pattern for this specialization, assembled only from entitled capabilities and specialists.

MISSION 05

Identify marketplace sellers and categories causing poor customer outcomes.

A registered mission pattern for this specialization, assembled only from entitled capabilities and specialists.

Operating model

The workflows that make this more than generic industry knowledge.

A specialization exists only where the workflow, measures, data and professional team genuinely differ from the parent Industry Pack.

01

Digital Shelf Review

A registered operating workflow inside this specialization.

02

Funnel Diagnosis

A registered operating workflow inside this specialization.

03

Search/Recommendation Review

A registered operating workflow inside this specialization.

04

Promotion Post-Evaluation

A registered operating workflow inside this specialization.

05

Order Economics Review

A registered operating workflow inside this specialization.

06

Fulfillment Exception Review

A registered operating workflow inside this specialization.

07

Return Economics Review

A registered operating workflow inside this specialization.

08

Customer Cohort Review

A registered operating workflow inside this specialization.

09

Marketplace Seller Review

A registered operating workflow inside this specialization.

Inside the pack

Team, capabilities, KPIs and data—inspect the actual operating depth.

Use the interactive explorer to move through the registered backend model behind this Specialization Pack.

SPECIALIZATION COORDINATOR

E-commerce Performance Lead

Provide E-commerce & Marketplace specialist analysis and preparation using only registered parent Retail and E-commerce & Marketplace specialization capabilities.

2 registered capabilities
SPECIALIST

Digital Merchandising Specialist

Provide E-commerce & Marketplace specialist analysis and preparation using only registered parent Retail and E-commerce & Marketplace specialization capabilities.

4 registered capabilities
SPECIALIST

Funnel & Conversion Specialist

Provide E-commerce & Marketplace specialist analysis and preparation using only registered parent Retail and E-commerce & Marketplace specialization capabilities.

2 registered capabilities
SPECIALIST

Search & Recommendation Specialist

Provide E-commerce & Marketplace specialist analysis and preparation using only registered parent Retail and E-commerce & Marketplace specialization capabilities.

3 registered capabilities
SPECIALIST

Promotion & Growth Specialist

Provide E-commerce & Marketplace specialist analysis and preparation using only registered parent Retail and E-commerce & Marketplace specialization capabilities.

3 registered capabilities
SPECIALIST

Fulfillment & Inventory Specialist

Provide E-commerce & Marketplace specialist analysis and preparation using only registered parent Retail and E-commerce & Marketplace specialization capabilities.

3 registered capabilities
SPECIALIST

Returns & Customer Specialist

Provide E-commerce & Marketplace specialist analysis and preparation using only registered parent Retail and E-commerce & Marketplace specialization capabilities.

5 registered capabilities
SPECIALIST

Marketplace Specialist

Provide E-commerce & Marketplace specialist analysis and preparation using only registered parent Retail and E-commerce & Marketplace specialization capabilities.

3 registered capabilities
ecommerce.catalog_listing

Catalog Listing

Digital product listing, content completeness, status, channel, and discoverability attributes.

readdraftrecommend
ecommerce.digital_shelf

Digital Shelf

Digital shelf visibility, ranking, availability, content, and price-position evidence.

readrecommend
ecommerce.funnel

Funnel

Session-to-order funnel by source, device, category, product, and customer segment.

readrecommend
ecommerce.search_performance

Search Performance

On-site search demand, zero-result, ranking, click, and conversion performance.

readrecommend
ecommerce.recommendation_performance

Recommendation Performance

Recommendation placement, engagement, conversion, and incremental basket evidence.

readrecommend
ecommerce.promotion_economics

Promotion Economics

Digital promotion economics including discount, conversion, basket, margin, and repeat effects.

readrecommend
ecommerce.cart_abandonment

Cart Abandonment

Cart and checkout abandonment patterns and evidence-backed friction hypotheses.

readrecommend
ecommerce.order_economics

Order Economics

Order-level contribution including merchandise margin, promotion, payment, fulfillment, delivery, return, and marketplace fees.

readrecommend
ecommerce.fulfillment_performance

Fulfillment Performance

Pick, pack, handoff, delivery promise, cancellation, and fulfillment exception performance.

readrecommend
ecommerce.inventory_promise

Inventory Promise

Available-to-promise and stock exposure across digital channels, stores, and fulfillment nodes.

readrecommend
ecommerce.return_economics

Return Economics

Return/refund rate, reason, recovery, and economic impact by product, customer, and channel.

readrecommend
ecommerce.customer_cohort

Customer Cohort

Customer acquisition, repeat, retention, frequency, basket, and cohort behavior.

readrecommend
ecommerce.marketplace_seller

Marketplace Seller

Marketplace seller performance, SLA, assortment, cancellation, return, and customer experience evidence.

readrecommend
ecommerce.marketplace_commission

Marketplace Commission

Marketplace commission and seller economics evidence without settlement or payment authority.

readrecommend
ecommerce.channel_assortment

Channel Assortment

Channel-specific assortment recommendation based on demand, availability, economics, and customer behavior.

readrecommend
ecommerce.growth_action_plan

Growth Action Plan

Human-reviewable e-commerce growth plan linking funnel, search, assortment, promotion, fulfillment, returns, and customer evidence.

readdraftrecommendrequest_approval
ecommerce.marketplace_action_plan

Marketplace Action Plan

Human-reviewable marketplace action plan linking seller performance, commission, assortment, customer, and fulfillment evidence.

readdraftrecommendrequest_approval
conversion rateadd-to-cart ratecheckout completionsearch conversionzero-result rateaverage order valueorder contributionrepeat rateretentionCAC/LTV evidencefulfillment SLAcancellation ratereturn ratedigital availabilityseller SLAmarketplace take rate
Data domains

The inputs the operating model expects.

  • product/catalog master
  • web/app analytics
  • on-site search logs
  • recommendation events
  • orders/order lines
  • promotions
  • inventory/ATP
  • fulfillment events
  • carrier/delivery events
  • returns/refunds
  • customer/loyalty cohorts
  • marketplace seller and commission data
Evidence rules

A connected source is not automatically verified evidence.

  • customer source availability must be checked before claiming readiness
  • connected source is not automatically verified evidence
  • freshness must be evaluated for mission-critical evidence
  • missing evidence remains a visible gap
Inheritance & entitlement

Deeper than Retail. Never a duplicate of Retail.

The parent Retail Industry Pack and this exact E-commerce & Marketplace Specialization Pack must both be ACTIVE or TRIAL. Owning a sibling specialization never substitutes for this one.

sku.recordRecord

A stock-keeping unit and how it is identified.

assortment.planPlan

Which ranges a store carries, and why.

basket.analysisAnalysis

What sells together, and what does not.

promotion.mechanicMechanic

A promotion, what it offers and on what terms.

promotion.performancePerformance

What a promotion did to volume and to margin.

loyalty.memberMember

A loyalty account and what is held against it.

returns.recordRecord

A customer return, and the state it came back in.

refund.requestRequest

A refund asked for, and what supports it.

replenishment.requestRequest

What a store needs sending, and how urgently.

Fixed boundaries

What this specialization will not do.

  • advisory and preparatory only
  • no autonomous approval
  • no autonomous business execution
  • no silent entitlement activation
  • no capability invention
  • no parent-capability redefinition
Mission composition

The smallest relevant specialist subset—not the full team by default.

  • The specialization coordinator is required for an assembled specialist team.
  • Only specialists whose registered capabilities match the confirmed mission are selected.
  • Cross-industry Role Packs may join only when separately entitled and relevant.
  • Human approval remains required before mission activation.
Increase conversion without simply increasing discounting.
E-commerce & Marketplace · Specialization Pack

Add the operating depth the mission actually needs.

ServAI combines the parent Industry Pack, the exact specialization entitlement and the smallest relevant specialist team while keeping evidence, scope and human authority visible.